Systems and Networking Research Group (Asia)
Projects
In recent years, artificial intelligence (AI), including machine learning (ML) and deep learning (DL), has been widely adopted in many application domains, such as computer vision, speech recognition, natural language processing, and gaming. However, developers currently rely on traditional paradigms…
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Platform for AI is an open source platform that provides complete AI model training and resource management capabilities, it is easy to extend and supports on-premise, cloud and hybrid environments in various scale. The platform incorporates the mature design that…
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NNI (Neural Network Intelligence) is a toolkit to help users run automated machine learning (AutoML) experiments. The tool dispatches and runs trial jobs generated by tuning algorithms to search the best neural architecture and/or hyper-parameters in different environments like local…
Blockchain is an emerging technology with the potential to change the way businesses, industries, and public organizations conduct and verify transactions, thereby streamlining business processes, saving money, and reducing the potential for fraud. In our Blockchain project, we are currently…
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Robust Distributed System Nucleus (rDSN) is an open framework for quickly building and managing high performance and robust distributed systems. The core idea is a coherent and principled design that distributed systems, tools, and frameworks can be developed independently and…
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MODIST is a practical software model checker for unmodified concurrent, distributed and cloud systems. MODIST explores different execution paths systematically as well as simulating a variety of environment faults to discover subtle corner-case defects. We have applied MODIST in Oracle…
An explosion of user-generated data from online social networks motivates analysis to extract deep insights from this data’s graph at scale, even of social, temporal, spatial, and topical connections. We are building systems to enable storage and analysis of such…